Reinforcement Learning Spectrum Management Paradigm in Cognitive Radio using Novel State and Action Sets.

Zhijie Yin Yiming Wang Cheng Wu

Published in: IIKI (2017)

Keyphrases

cognitive radio
action sets
reinforcement learning
state space
cognitive radio networks
spectrum sensing
markov decision processes
wireless communication
communication systems
learning algorithm
user centric
base station
partially observable
optimal policy
machine learning
wireless networks
objective function